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| {"mode": "train", "epoch": 2, "iter": 300, "lr": 0.0, "memory": 34725, "data_time": 0.00812, "decode.loss_ce": 0.06305, "decode.acc_seg": 97.54961, "aux.loss_ce": 0.02543, "aux.acc_seg": 97.39855, "loss": 0.08848, "time": 0.5614} | |
| {"mode": "train", "epoch": 2, "iter": 350, "lr": 0.0, "memory": 34725, "data_time": 0.00821, "decode.loss_ce": 0.06076, "decode.acc_seg": 97.61495, "aux.loss_ce": 0.025, "aux.acc_seg": 97.42855, "loss": 0.08577, "time": 0.56165} | |
| {"mode": "train", "epoch": 3, "iter": 400, "lr": 0.0, "memory": 34725, "data_time": 0.05831, "decode.loss_ce": 0.06188, "decode.acc_seg": 97.59938, "aux.loss_ce": 0.02452, "aux.acc_seg": 97.46214, "loss": 0.0864, "time": 0.61348} | |
| {"mode": "train", "epoch": 3, "iter": 450, "lr": 0.0, "memory": 34725, "data_time": 0.00822, "decode.loss_ce": 0.05779, "decode.acc_seg": 97.67543, "aux.loss_ce": 0.02429, "aux.acc_seg": 97.50617, "loss": 0.08208, "time": 0.56181} | |
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| {"mode": "train", "epoch": 3, "iter": 550, "lr": 0.0, "memory": 34725, "data_time": 2.45646, "decode.loss_ce": 0.05812, "decode.acc_seg": 97.63341, "aux.loss_ce": 0.02478, "aux.acc_seg": 97.45035, "loss": 0.0829, "time": 3.0122} | |
| {"mode": "train", "epoch": 4, "iter": 600, "lr": 0.0, "memory": 34725, "data_time": 0.05946, "decode.loss_ce": 0.05874, "decode.acc_seg": 97.65511, "aux.loss_ce": 0.02468, "aux.acc_seg": 97.47779, "loss": 0.08342, "time": 0.61438} | |
| {"mode": "train", "epoch": 4, "iter": 650, "lr": 0.0, "memory": 34725, "data_time": 0.00831, "decode.loss_ce": 0.05676, "decode.acc_seg": 97.71073, "aux.loss_ce": 0.02415, "aux.acc_seg": 97.52996, "loss": 0.08091, "time": 0.56229} | |
| {"mode": "train", "epoch": 4, "iter": 700, "lr": 0.0, "memory": 34725, "data_time": 0.00835, "decode.loss_ce": 0.05869, "decode.acc_seg": 97.61145, "aux.loss_ce": 0.02527, "aux.acc_seg": 97.41527, "loss": 0.08396, "time": 0.56215} | |
| {"mode": "train", "epoch": 5, "iter": 750, "lr": 0.0, "memory": 34725, "data_time": 0.05953, "decode.loss_ce": 0.05887, "decode.acc_seg": 97.59802, "aux.loss_ce": 0.02549, "aux.acc_seg": 97.39107, "loss": 0.08436, "time": 0.61357} | |
| {"mode": "train", "epoch": 5, "iter": 800, "lr": 0.0, "memory": 34725, "data_time": 0.00823, "decode.loss_ce": 0.05683, "decode.acc_seg": 97.67262, "aux.loss_ce": 0.02423, "aux.acc_seg": 97.49325, "loss": 0.08105, "time": 0.56193} | |
| {"mode": "train", "epoch": 5, "iter": 850, "lr": 0.0, "memory": 34725, "data_time": 0.00806, "decode.loss_ce": 0.05652, "decode.acc_seg": 97.69121, "aux.loss_ce": 0.02455, "aux.acc_seg": 97.48286, "loss": 0.08108, "time": 0.56187} | |
| {"mode": "train", "epoch": 5, "iter": 900, "lr": 0.0, "memory": 34725, "data_time": 0.00819, "decode.loss_ce": 0.05599, "decode.acc_seg": 97.70098, "aux.loss_ce": 0.02469, "aux.acc_seg": 97.48141, "loss": 0.08068, "time": 0.56171} | |
| {"mode": "train", "epoch": 6, "iter": 950, "lr": 0.0, "memory": 34725, "data_time": 0.0583, "decode.loss_ce": 0.05773, "decode.acc_seg": 97.6332, "aux.loss_ce": 0.02486, "aux.acc_seg": 97.4436, "loss": 0.08259, "time": 0.61467} | |
| {"mode": "train", "epoch": 6, "iter": 1000, "lr": 0.0, "memory": 34725, "data_time": 0.00841, "decode.loss_ce": 0.05666, "decode.acc_seg": 97.6554, "aux.loss_ce": 0.02489, "aux.acc_seg": 97.44698, "loss": 0.08154, "time": 0.68532} | |
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| {"mode": "train", "epoch": 6, "iter": 1050, "lr": 0.0, "memory": 34725, "data_time": 1.83662, "decode.loss_ce": 0.05658, "decode.acc_seg": 97.66525, "aux.loss_ce": 0.02489, "aux.acc_seg": 97.45463, "loss": 0.08147, "time": 2.39157} | |
| {"mode": "train", "epoch": 6, "iter": 1100, "lr": 0.0, "memory": 34725, "data_time": 0.00886, "decode.loss_ce": 0.05639, "decode.acc_seg": 97.64122, "aux.loss_ce": 0.02466, "aux.acc_seg": 97.44352, "loss": 0.08105, "time": 0.56218} | |
| {"mode": "train", "epoch": 7, "iter": 1150, "lr": 0.0, "memory": 34725, "data_time": 0.06046, "decode.loss_ce": 0.05742, "decode.acc_seg": 97.62981, "aux.loss_ce": 0.02496, "aux.acc_seg": 97.43804, "loss": 0.08238, "time": 0.6142} | |
| {"mode": "train", "epoch": 7, "iter": 1200, "lr": 0.0, "memory": 34725, "data_time": 0.0087, "decode.loss_ce": 0.05659, "decode.acc_seg": 97.65399, "aux.loss_ce": 0.02496, "aux.acc_seg": 97.43734, "loss": 0.08155, "time": 0.56216} | |
| {"mode": "train", "epoch": 7, "iter": 1250, "lr": 0.0, "memory": 34725, "data_time": 0.00892, "decode.loss_ce": 0.05702, "decode.acc_seg": 97.62595, "aux.loss_ce": 0.02497, "aux.acc_seg": 97.42868, "loss": 0.082, "time": 0.56308} | |
| {"mode": "train", "epoch": 7, "iter": 1300, "lr": 0.0, "memory": 34725, "data_time": 0.0089, "decode.loss_ce": 0.05819, "decode.acc_seg": 97.61801, "aux.loss_ce": 0.02544, "aux.acc_seg": 97.40586, "loss": 0.08363, "time": 0.56256} | |
| {"mode": "train", "epoch": 8, "iter": 1350, "lr": 0.0, "memory": 34725, "data_time": 0.06005, "decode.loss_ce": 0.05815, "decode.acc_seg": 97.5756, "aux.loss_ce": 0.02557, "aux.acc_seg": 97.35927, "loss": 0.08372, "time": 0.61385} | |
| {"mode": "train", "epoch": 8, "iter": 1400, "lr": 0.0, "memory": 34725, "data_time": 0.00872, "decode.loss_ce": 0.05547, "decode.acc_seg": 97.70372, "aux.loss_ce": 0.02466, "aux.acc_seg": 97.4711, "loss": 0.08013, "time": 0.56174} | |
| {"mode": "train", "epoch": 8, "iter": 1450, "lr": 0.0, "memory": 34725, "data_time": 0.00878, "decode.loss_ce": 0.05735, "decode.acc_seg": 97.63356, "aux.loss_ce": 0.02502, "aux.acc_seg": 97.4451, "loss": 0.08237, "time": 0.56219} | |
| {"mode": "train", "epoch": 9, "iter": 1500, "lr": 0.0, "memory": 34725, "data_time": 0.06028, "decode.loss_ce": 0.05726, "decode.acc_seg": 97.62904, "aux.loss_ce": 0.02508, "aux.acc_seg": 97.44176, "loss": 0.08235, "time": 0.7468} | |
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| {"mode": "train", "epoch": 9, "iter": 1550, "lr": 0.0, "memory": 34725, "data_time": 1.84386, "decode.loss_ce": 0.05754, "decode.acc_seg": 97.60356, "aux.loss_ce": 0.02545, "aux.acc_seg": 97.386, "loss": 0.08298, "time": 2.39909} | |
| {"mode": "train", "epoch": 9, "iter": 1600, "lr": 0.0, "memory": 34725, "data_time": 0.00897, "decode.loss_ce": 0.05882, "decode.acc_seg": 97.55481, "aux.loss_ce": 0.02604, "aux.acc_seg": 97.33884, "loss": 0.08487, "time": 0.56281} | |
| {"mode": "train", "epoch": 9, "iter": 1650, "lr": 0.0, "memory": 34725, "data_time": 0.00864, "decode.loss_ce": 0.0548, "decode.acc_seg": 97.72195, "aux.loss_ce": 0.0243, "aux.acc_seg": 97.52247, "loss": 0.0791, "time": 0.56249} | |
| {"mode": "train", "epoch": 10, "iter": 1700, "lr": 0.0, "memory": 34725, "data_time": 0.06034, "decode.loss_ce": 0.0584, "decode.acc_seg": 97.57201, "aux.loss_ce": 0.02569, "aux.acc_seg": 97.3726, "loss": 0.08409, "time": 0.61412} | |
| {"mode": "train", "epoch": 10, "iter": 1750, "lr": 0.0, "memory": 34725, "data_time": 0.00857, "decode.loss_ce": 0.05554, "decode.acc_seg": 97.689, "aux.loss_ce": 0.02462, "aux.acc_seg": 97.48335, "loss": 0.08017, "time": 0.56247} | |
| {"mode": "train", "epoch": 10, "iter": 1800, "lr": 0.0, "memory": 34725, "data_time": 0.00873, "decode.loss_ce": 0.05687, "decode.acc_seg": 97.6253, "aux.loss_ce": 0.02514, "aux.acc_seg": 97.41158, "loss": 0.08201, "time": 0.56214} | |
| {"mode": "train", "epoch": 10, "iter": 1850, "lr": 0.0, "memory": 34725, "data_time": 0.00845, "decode.loss_ce": 0.05405, "decode.acc_seg": 97.73514, "aux.loss_ce": 0.02387, "aux.acc_seg": 97.54437, "loss": 0.07793, "time": 0.56257} | |
| {"mode": "train", "epoch": 11, "iter": 1900, "lr": 0.0, "memory": 34725, "data_time": 0.05951, "decode.loss_ce": 0.05467, "decode.acc_seg": 97.70991, "aux.loss_ce": 0.0242, "aux.acc_seg": 97.51398, "loss": 0.07887, "time": 0.61618} | |
| {"mode": "train", "epoch": 11, "iter": 1950, "lr": 0.0, "memory": 34725, "data_time": 0.00879, "decode.loss_ce": 0.05793, "decode.acc_seg": 97.59931, "aux.loss_ce": 0.02555, "aux.acc_seg": 97.39798, "loss": 0.08348, "time": 0.56189} | |
| {"mode": "train", "epoch": 11, "iter": 2000, "lr": 0.0, "memory": 34725, "data_time": 0.00881, "decode.loss_ce": 0.05578, "decode.acc_seg": 97.66559, "aux.loss_ce": 0.02484, "aux.acc_seg": 97.44743, "loss": 0.08062, "time": 0.68143} | |
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| {"mode": "train", "epoch": 12, "iter": 2050, "lr": 0.0, "memory": 34725, "data_time": 1.88976, "decode.loss_ce": 0.056, "decode.acc_seg": 97.65257, "aux.loss_ce": 0.02461, "aux.acc_seg": 97.4635, "loss": 0.08061, "time": 2.44591} | |
| {"mode": "train", "epoch": 12, "iter": 2100, "lr": 0.0, "memory": 34725, "data_time": 0.00844, "decode.loss_ce": 0.05485, "decode.acc_seg": 97.68947, "aux.loss_ce": 0.02446, "aux.acc_seg": 97.47147, "loss": 0.07932, "time": 0.5629} | |
| {"mode": "train", "epoch": 12, "iter": 2150, "lr": 0.0, "memory": 34725, "data_time": 0.00826, "decode.loss_ce": 0.05612, "decode.acc_seg": 97.6532, "aux.loss_ce": 0.02484, "aux.acc_seg": 97.46205, "loss": 0.08096, "time": 0.56216} | |
| {"mode": "train", "epoch": 12, "iter": 2200, "lr": 0.0, "memory": 34725, "data_time": 0.00845, "decode.loss_ce": 0.05551, "decode.acc_seg": 97.66192, "aux.loss_ce": 0.0244, "aux.acc_seg": 97.48797, "loss": 0.07991, "time": 0.56242} | |
| {"mode": "train", "epoch": 13, "iter": 2250, "lr": 0.0, "memory": 34725, "data_time": 0.06087, "decode.loss_ce": 0.05383, "decode.acc_seg": 97.7415, "aux.loss_ce": 0.02397, "aux.acc_seg": 97.54431, "loss": 0.0778, "time": 0.61492} | |
| {"mode": "train", "epoch": 13, "iter": 2300, "lr": 0.0, "memory": 34725, "data_time": 0.00844, "decode.loss_ce": 0.05653, "decode.acc_seg": 97.63696, "aux.loss_ce": 0.02518, "aux.acc_seg": 97.41842, "loss": 0.08171, "time": 0.56292} | |
| {"mode": "train", "epoch": 13, "iter": 2350, "lr": 0.0, "memory": 34725, "data_time": 0.00818, "decode.loss_ce": 0.05496, "decode.acc_seg": 97.6923, "aux.loss_ce": 0.02459, "aux.acc_seg": 97.47083, "loss": 0.07955, "time": 0.56311} | |
| {"mode": "train", "epoch": 13, "iter": 2400, "lr": 0.0, "memory": 34725, "data_time": 0.00815, "decode.loss_ce": 0.05486, "decode.acc_seg": 97.69242, "aux.loss_ce": 0.02434, "aux.acc_seg": 97.48806, "loss": 0.07921, "time": 0.56225} | |
| {"mode": "train", "epoch": 14, "iter": 2450, "lr": 0.0, "memory": 34725, "data_time": 0.05902, "decode.loss_ce": 0.0559, "decode.acc_seg": 97.66386, "aux.loss_ce": 0.02501, "aux.acc_seg": 97.44349, "loss": 0.08092, "time": 0.61408} | |
| {"mode": "train", "epoch": 14, "iter": 2500, "lr": 0.0, "memory": 34725, "data_time": 0.00835, "decode.loss_ce": 0.05626, "decode.acc_seg": 97.65283, "aux.loss_ce": 0.02495, "aux.acc_seg": 97.43922, "loss": 0.08121, "time": 0.68339} | |
| {"mode": "val", "epoch": 14, "iter": 125, "lr": 0.0, "aAcc": 0.9686, "mIoU": 0.8311, "mAcc": 0.8876, "IoU.road": 0.9862, "IoU.sidewalk": 0.8849, "IoU.building": 0.9368, "IoU.wall": 0.5936, "IoU.fence": 0.6506, "IoU.pole": 0.7201, "IoU.traffic light": 0.7712, "IoU.traffic sign": 0.8442, "IoU.vegetation": 0.9346, "IoU.terrain": 0.6842, "IoU.sky": 0.9561, "IoU.person": 0.8633, "IoU.rider": 0.693, "IoU.car": 0.9625, "IoU.truck": 0.8665, "IoU.bus": 0.9495, "IoU.train": 0.9116, "IoU.motorcycle": 0.7563, "IoU.bicycle": 0.8253, "Acc.road": 0.9924, "Acc.sidewalk": 0.9445, "Acc.building": 0.9719, "Acc.wall": 0.6502, "Acc.fence": 0.7181, "Acc.pole": 0.8231, "Acc.traffic light": 0.8723, "Acc.traffic sign": 0.9082, "Acc.vegetation": 0.9719, "Acc.terrain": 0.7528, "Acc.sky": 0.9854, "Acc.person": 0.9363, "Acc.rider": 0.7912, "Acc.car": 0.9834, "Acc.truck": 0.8942, "Acc.bus": 0.966, "Acc.train": 0.9326, "Acc.motorcycle": 0.8519, "Acc.bicycle": 0.9172} | |
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| {"mode": "train", "epoch": 14, "iter": 2600, "lr": 0.0, "memory": 34725, "data_time": 0.00872, "decode.loss_ce": 0.05568, "decode.acc_seg": 97.66067, "aux.loss_ce": 0.02488, "aux.acc_seg": 97.44049, "loss": 0.08056, "time": 0.56295} | |
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| {"mode": "train", "epoch": 16, "iter": 2800, "lr": 0.0, "memory": 34725, "data_time": 0.05863, "decode.loss_ce": 0.05438, "decode.acc_seg": 97.71765, "aux.loss_ce": 0.02421, "aux.acc_seg": 97.50699, "loss": 0.07859, "time": 0.61323} | |
| {"mode": "train", "epoch": 16, "iter": 2850, "lr": 0.0, "memory": 34725, "data_time": 0.0086, "decode.loss_ce": 0.0532, "decode.acc_seg": 97.76639, "aux.loss_ce": 0.02368, "aux.acc_seg": 97.56258, "loss": 0.07688, "time": 0.56221} | |
| {"mode": "train", "epoch": 16, "iter": 2900, "lr": 0.0, "memory": 34725, "data_time": 0.00849, "decode.loss_ce": 0.05543, "decode.acc_seg": 97.68828, "aux.loss_ce": 0.02479, "aux.acc_seg": 97.45639, "loss": 0.08021, "time": 0.56261} | |
| {"mode": "train", "epoch": 16, "iter": 2950, "lr": 0.0, "memory": 34725, "data_time": 0.00851, "decode.loss_ce": 0.056, "decode.acc_seg": 97.66626, "aux.loss_ce": 0.02489, "aux.acc_seg": 97.45923, "loss": 0.08089, "time": 0.56218} | |
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| {"mode": "train", "epoch": 17, "iter": 3050, "lr": 0.0, "memory": 34725, "data_time": 1.84339, "decode.loss_ce": 0.05599, "decode.acc_seg": 97.66848, "aux.loss_ce": 0.0249, "aux.acc_seg": 97.46524, "loss": 0.08089, "time": 2.39883} | |
| {"mode": "train", "epoch": 17, "iter": 3100, "lr": 0.0, "memory": 34725, "data_time": 0.00893, "decode.loss_ce": 0.0551, "decode.acc_seg": 97.69544, "aux.loss_ce": 0.02465, "aux.acc_seg": 97.4794, "loss": 0.07976, "time": 0.56306} | |
| {"mode": "train", "epoch": 17, "iter": 3150, "lr": 0.0, "memory": 34725, "data_time": 0.00855, "decode.loss_ce": 0.05372, "decode.acc_seg": 97.7494, "aux.loss_ce": 0.02401, "aux.acc_seg": 97.53817, "loss": 0.07773, "time": 0.56287} | |
| {"mode": "train", "epoch": 18, "iter": 3200, "lr": 0.0, "memory": 34725, "data_time": 0.06022, "decode.loss_ce": 0.05671, "decode.acc_seg": 97.63046, "aux.loss_ce": 0.02543, "aux.acc_seg": 97.39688, "loss": 0.08214, "time": 0.61435} | |
| {"mode": "train", "epoch": 18, "iter": 3250, "lr": 0.0, "memory": 34725, "data_time": 0.00853, "decode.loss_ce": 0.0549, "decode.acc_seg": 97.69719, "aux.loss_ce": 0.02459, "aux.acc_seg": 97.47695, "loss": 0.07949, "time": 0.56214} | |
| {"mode": "train", "epoch": 18, "iter": 3300, "lr": 0.0, "memory": 34725, "data_time": 0.00874, "decode.loss_ce": 0.05525, "decode.acc_seg": 97.69208, "aux.loss_ce": 0.02473, "aux.acc_seg": 97.46946, "loss": 0.07998, "time": 0.5622} | |
| {"mode": "train", "epoch": 19, "iter": 3350, "lr": 0.0, "memory": 34725, "data_time": 0.05937, "decode.loss_ce": 0.05374, "decode.acc_seg": 97.74853, "aux.loss_ce": 0.02399, "aux.acc_seg": 97.53492, "loss": 0.07773, "time": 0.61455} | |
| {"mode": "train", "epoch": 19, "iter": 3400, "lr": 0.0, "memory": 34725, "data_time": 0.00861, "decode.loss_ce": 0.05596, "decode.acc_seg": 97.66661, "aux.loss_ce": 0.02509, "aux.acc_seg": 97.44142, "loss": 0.08104, "time": 0.56259} | |
| {"mode": "train", "epoch": 19, "iter": 3450, "lr": 0.0, "memory": 34725, "data_time": 0.00864, "decode.loss_ce": 0.05469, "decode.acc_seg": 97.69723, "aux.loss_ce": 0.0245, "aux.acc_seg": 97.46966, "loss": 0.07919, "time": 0.56204} | |
| {"mode": "train", "epoch": 19, "iter": 3500, "lr": 0.0, "memory": 34725, "data_time": 0.00842, "decode.loss_ce": 0.05531, "decode.acc_seg": 97.69617, "aux.loss_ce": 0.02454, "aux.acc_seg": 97.50035, "loss": 0.07984, "time": 0.68263} | |
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| {"mode": "train", "epoch": 20, "iter": 3550, "lr": 0.0, "memory": 34725, "data_time": 1.89336, "decode.loss_ce": 0.05543, "decode.acc_seg": 97.68717, "aux.loss_ce": 0.0248, "aux.acc_seg": 97.4672, "loss": 0.08022, "time": 2.44866} | |
| {"mode": "train", "epoch": 20, "iter": 3600, "lr": 0.0, "memory": 34725, "data_time": 0.00866, "decode.loss_ce": 0.05547, "decode.acc_seg": 97.68137, "aux.loss_ce": 0.02485, "aux.acc_seg": 97.45397, "loss": 0.08032, "time": 0.56382} | |
| {"mode": "train", "epoch": 20, "iter": 3650, "lr": 0.0, "memory": 34725, "data_time": 0.00834, "decode.loss_ce": 0.05535, "decode.acc_seg": 97.68251, "aux.loss_ce": 0.02484, "aux.acc_seg": 97.45105, "loss": 0.08019, "time": 0.56232} | |
| {"mode": "train", "epoch": 20, "iter": 3700, "lr": 0.0, "memory": 34725, "data_time": 0.00835, "decode.loss_ce": 0.05428, "decode.acc_seg": 97.73532, "aux.loss_ce": 0.02437, "aux.acc_seg": 97.51441, "loss": 0.07866, "time": 0.56214} | |
| {"mode": "train", "epoch": 21, "iter": 3750, "lr": 0.0, "memory": 34725, "data_time": 0.06091, "decode.loss_ce": 0.05638, "decode.acc_seg": 97.64158, "aux.loss_ce": 0.02519, "aux.acc_seg": 97.42434, "loss": 0.08157, "time": 0.61484} | |
| {"mode": "train", "epoch": 21, "iter": 3800, "lr": 0.0, "memory": 34725, "data_time": 0.00853, "decode.loss_ce": 0.05509, "decode.acc_seg": 97.6923, "aux.loss_ce": 0.02474, "aux.acc_seg": 97.45957, "loss": 0.07983, "time": 0.56263} | |
| {"mode": "train", "epoch": 21, "iter": 3850, "lr": 0.0, "memory": 34725, "data_time": 0.00843, "decode.loss_ce": 0.05577, "decode.acc_seg": 97.64604, "aux.loss_ce": 0.02497, "aux.acc_seg": 97.41443, "loss": 0.08074, "time": 0.56273} | |
| {"mode": "train", "epoch": 21, "iter": 3900, "lr": 0.0, "memory": 34725, "data_time": 0.00814, "decode.loss_ce": 0.05648, "decode.acc_seg": 97.64772, "aux.loss_ce": 0.02508, "aux.acc_seg": 97.42753, "loss": 0.08156, "time": 0.56195} | |
| {"mode": "train", "epoch": 22, "iter": 3950, "lr": 0.0, "memory": 34725, "data_time": 0.05908, "decode.loss_ce": 0.05651, "decode.acc_seg": 97.64011, "aux.loss_ce": 0.02512, "aux.acc_seg": 97.43182, "loss": 0.08163, "time": 0.61408} | |
| {"mode": "train", "epoch": 22, "iter": 4000, "lr": 0.0, "memory": 34725, "data_time": 0.00839, "decode.loss_ce": 0.05453, "decode.acc_seg": 97.69092, "aux.loss_ce": 0.0243, "aux.acc_seg": 97.48846, "loss": 0.07882, "time": 0.67915} | |
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| {"mode": "train", "epoch": 22, "iter": 4050, "lr": 0.0, "memory": 34725, "data_time": 1.84695, "decode.loss_ce": 0.05454, "decode.acc_seg": 97.71284, "aux.loss_ce": 0.02445, "aux.acc_seg": 97.49654, "loss": 0.07898, "time": 2.40219} | |
| {"mode": "train", "epoch": 23, "iter": 4100, "lr": 0.0, "memory": 34725, "data_time": 0.06006, "decode.loss_ce": 0.05476, "decode.acc_seg": 97.70918, "aux.loss_ce": 0.02469, "aux.acc_seg": 97.47194, "loss": 0.07944, "time": 0.61473} | |
| {"mode": "train", "epoch": 23, "iter": 4150, "lr": 0.0, "memory": 34725, "data_time": 0.00828, "decode.loss_ce": 0.05443, "decode.acc_seg": 97.69896, "aux.loss_ce": 0.02469, "aux.acc_seg": 97.44815, "loss": 0.07912, "time": 0.56285} | |
| {"mode": "train", "epoch": 23, "iter": 4200, "lr": 0.0, "memory": 34725, "data_time": 0.00841, "decode.loss_ce": 0.05362, "decode.acc_seg": 97.73294, "aux.loss_ce": 0.02395, "aux.acc_seg": 97.52655, "loss": 0.07757, "time": 0.56301} | |
| {"mode": "train", "epoch": 23, "iter": 4250, "lr": 0.0, "memory": 34725, "data_time": 0.00835, "decode.loss_ce": 0.05716, "decode.acc_seg": 97.62662, "aux.loss_ce": 0.02563, "aux.acc_seg": 97.39769, "loss": 0.08279, "time": 0.5621} | |
| {"mode": "train", "epoch": 24, "iter": 4300, "lr": 0.0, "memory": 34725, "data_time": 0.05912, "decode.loss_ce": 0.05668, "decode.acc_seg": 97.61287, "aux.loss_ce": 0.0254, "aux.acc_seg": 97.37273, "loss": 0.08208, "time": 0.61467} | |
| {"mode": "train", "epoch": 24, "iter": 4350, "lr": 0.0, "memory": 34725, "data_time": 0.00845, "decode.loss_ce": 0.05475, "decode.acc_seg": 97.70383, "aux.loss_ce": 0.0245, "aux.acc_seg": 97.48066, "loss": 0.07926, "time": 0.5623} | |
| {"mode": "train", "epoch": 24, "iter": 4400, "lr": 0.0, "memory": 34725, "data_time": 0.00833, "decode.loss_ce": 0.05577, "decode.acc_seg": 97.65922, "aux.loss_ce": 0.02508, "aux.acc_seg": 97.4307, "loss": 0.08085, "time": 0.56237} | |
| {"mode": "train", "epoch": 24, "iter": 4450, "lr": 0.0, "memory": 34725, "data_time": 0.00844, "decode.loss_ce": 0.05518, "decode.acc_seg": 97.70012, "aux.loss_ce": 0.02482, "aux.acc_seg": 97.46137, "loss": 0.08, "time": 0.56225} | |
| {"mode": "train", "epoch": 25, "iter": 4500, "lr": 0.0, "memory": 34725, "data_time": 0.0594, "decode.loss_ce": 0.05567, "decode.acc_seg": 97.67254, "aux.loss_ce": 0.02475, "aux.acc_seg": 97.46668, "loss": 0.08042, "time": 0.73858} | |
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| {"mode": "train", "epoch": 25, "iter": 4550, "lr": 0.0, "memory": 34725, "data_time": 1.85018, "decode.loss_ce": 0.05568, "decode.acc_seg": 97.66081, "aux.loss_ce": 0.02491, "aux.acc_seg": 97.44524, "loss": 0.08058, "time": 2.40559} | |
| {"mode": "train", "epoch": 25, "iter": 4600, "lr": 0.0, "memory": 34725, "data_time": 0.00865, "decode.loss_ce": 0.05288, "decode.acc_seg": 97.78028, "aux.loss_ce": 0.02396, "aux.acc_seg": 97.54432, "loss": 0.07684, "time": 0.56317} | |
| {"mode": "train", "epoch": 25, "iter": 4650, "lr": 0.0, "memory": 34725, "data_time": 0.00856, "decode.loss_ce": 0.0554, "decode.acc_seg": 97.67455, "aux.loss_ce": 0.02486, "aux.acc_seg": 97.44175, "loss": 0.08026, "time": 0.56213} | |
| {"mode": "train", "epoch": 26, "iter": 4700, "lr": 0.0, "memory": 34725, "data_time": 0.05899, "decode.loss_ce": 0.05518, "decode.acc_seg": 97.68093, "aux.loss_ce": 0.0247, "aux.acc_seg": 97.46627, "loss": 0.07988, "time": 0.61423} | |
| {"mode": "train", "epoch": 26, "iter": 4750, "lr": 0.0, "memory": 34725, "data_time": 0.00839, "decode.loss_ce": 0.05274, "decode.acc_seg": 97.79104, "aux.loss_ce": 0.02355, "aux.acc_seg": 97.5814, "loss": 0.07629, "time": 0.56239} | |
| {"mode": "train", "epoch": 26, "iter": 4800, "lr": 0.0, "memory": 34725, "data_time": 0.00833, "decode.loss_ce": 0.05453, "decode.acc_seg": 97.71778, "aux.loss_ce": 0.02438, "aux.acc_seg": 97.49992, "loss": 0.07892, "time": 0.56243} | |
| {"mode": "train", "epoch": 27, "iter": 4850, "lr": 0.0, "memory": 34725, "data_time": 0.06001, "decode.loss_ce": 0.05591, "decode.acc_seg": 97.66204, "aux.loss_ce": 0.02502, "aux.acc_seg": 97.43646, "loss": 0.08093, "time": 0.61457} | |
| {"mode": "train", "epoch": 27, "iter": 4900, "lr": 0.0, "memory": 34725, "data_time": 0.00829, "decode.loss_ce": 0.05594, "decode.acc_seg": 97.64409, "aux.loss_ce": 0.0251, "aux.acc_seg": 97.40317, "loss": 0.08104, "time": 0.56246} | |
| {"mode": "train", "epoch": 27, "iter": 4950, "lr": 0.0, "memory": 34725, "data_time": 0.00828, "decode.loss_ce": 0.05602, "decode.acc_seg": 97.65515, "aux.loss_ce": 0.02522, "aux.acc_seg": 97.4159, "loss": 0.08125, "time": 0.56296} | |
| {"mode": "train", "epoch": 27, "iter": 5000, "lr": 0.0, "memory": 34725, "data_time": 0.00837, "decode.loss_ce": 0.05538, "decode.acc_seg": 97.67405, "aux.loss_ce": 0.02494, "aux.acc_seg": 97.44724, "loss": 0.08032, "time": 0.67864} | |
| {"mode": "val", "epoch": 27, "iter": 125, "lr": 0.0, "aAcc": 0.9688, "mIoU": 0.8322, "mAcc": 0.8889, "IoU.road": 0.9865, "IoU.sidewalk": 0.8869, "IoU.building": 0.9369, "IoU.wall": 0.6002, "IoU.fence": 0.6506, "IoU.pole": 0.7203, "IoU.traffic light": 0.7711, "IoU.traffic sign": 0.8445, "IoU.vegetation": 0.9346, "IoU.terrain": 0.6876, "IoU.sky": 0.9559, "IoU.person": 0.8638, "IoU.rider": 0.6974, "IoU.car": 0.9625, "IoU.truck": 0.8664, "IoU.bus": 0.9502, "IoU.train": 0.9135, "IoU.motorcycle": 0.7567, "IoU.bicycle": 0.8255, "Acc.road": 0.9925, "Acc.sidewalk": 0.9453, "Acc.building": 0.9726, "Acc.wall": 0.6622, "Acc.fence": 0.7181, "Acc.pole": 0.8217, "Acc.traffic light": 0.8704, "Acc.traffic sign": 0.9081, "Acc.vegetation": 0.9707, "Acc.terrain": 0.7625, "Acc.sky": 0.9853, "Acc.person": 0.9373, "Acc.rider": 0.7961, "Acc.car": 0.9832, "Acc.truck": 0.8931, "Acc.bus": 0.9677, "Acc.train": 0.933, "Acc.motorcycle": 0.8491, "Acc.bicycle": 0.92} | |